3 papers
stat.ME2024
Cumulant-based approximation for fast and efficient prediction for species distribution
Osamu Komori, Yusuke Saigusa, Shinto Eguchi +1
Species distribution modeling plays an important role in estimating the habitat suitability of species using environmental variables. For this purpose, Maxent and the Poisson point…
stat.ME2023
Robust minimum divergence estimation in a spatial Poisson point process
Yusuke Saigusa, Shinto Eguchi, Osamu Komori
Species distribution modeling (SDM) plays a crucial role in investigating habitat suitability and addressing various ecological issues. While likelihood analysis is commonly used t…
stat.AP2023
Statistical learning for species distribution models in ecological studies
Osamu Komori, Yusuke Saigusa, Shinto Eguchi
We discuss species distribution models (SDM) for biodiversity studies in ecology. SDM plays an important role to estimate abundance of a species based on environmental variables th…